Neural decoding with SVM and feature selection in a rat active tactile discrimination task.
Andy Anand GajadharRenan Cipriano MoioliBianca Karla Amorim Sousa de MeloAna Carolina Bione KunickiAndre Salles Cunha PeresThaís Gaudencio do RêgoPublished in: IJCNN (2018)
Keyphrases
- feature selection
- support vector
- support vector machine
- selected features
- network architecture
- text classification
- bayes classifier
- text categorization
- mutual information
- feature selection algorithms
- feature space
- multi class
- knn
- support vector machine svm
- machine learning
- classification accuracy
- high dimensionality
- neural network
- feature extraction
- model selection
- svm rfe
- dimensionality reduction
- feature subset
- feature set
- method for feature selection
- classification performances
- feature ranking
- input features
- prefrontal cortex
- microarray data
- naive bayes
- k nearest neighbor
- selection criterion
- maximum margin
- associative memory
- imbalanced data
- feature reduction
- connectionist models
- training data